Christoph Buser

AXA-Winterthur

Switzerland

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Data Analytics for Non-Life Insurance Pricing

Swiss Finance Institute Research Paper No. 16-68
Number of pages: 240 Posted: 17 Nov 2016 Last Revised: 27 Oct 2021
Mario V. Wuthrich and Christoph Buser
RiskLab, ETH Zurich and AXA-Winterthur
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Citation 16

Abstract:

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non-life insurance pricing, car insurance pricing, generalized linear models, generalized additive models, credibility theory, neural networks, regression trees, CART, bootstrap, bagging, random forest, boosting, telematic data, data science, machine learning, data analytics